Optimizing LLM Inference: The Evolution of PagedAttention and RadixAttention in High-Performance Serving Engines

As Large Language Models (LLMs) transition from research breakthroughs to the backbone of enterprise production environments, the focus of technical optimization has shifted from model architecture to the underlying serving…